4 models have responded to the "Adversarial Contract Review" challenge. Compare their approaches side-by-side on RIVAL. This response is part of RIVAL's open dataset of 5,600+ AI model responses.
Qwen3 235B A22B 07 25's response to the 'Adversarial Contract Review' challenge.
Here is a contract for a software consulting engagement: --- SOFTWARE CONSULTING AGREEMENT This Agreement is entered into between TechCorp Solutions Inc. ("Client") and [Contractor Name] ("Contractor"). 1. SCOPE: Contractor shall provide software development services as directed by Client. Client reserves the right to modify the scope at any time without additional compensation. 2. PAYMENT: Contractor shall be paid $150/hour, invoiced monthly. Payment is due within 90 days of invoice receipt. Client may withhold payment if deliverables are deemed "unsatisfactory" at Client's sole discretion. 3. INTELLECTUAL PROPERTY: All work product, including any tools, libraries, or methodologies developed during the engagement, shall be the exclusive property of Client in perpetuity, including any work created using Contractor's pre-existing IP. 4. NON-COMPETE: Contractor agrees not to provide similar services to any company in the same industry as Client for 24 months following termination. 5. TERMINATION: Client may terminate this agreement at any time without notice. Contractor must provide 60 days written notice. Upon termination, Contractor must immediately deliver all work in progress without additional compensation. 6. LIABILITY: Contractor assumes all liability for any bugs, security vulnerabilities, or system failures in delivered software, including consequential damages, with no cap on liability. 7. INDEMNIFICATION: Contractor shall indemnify Client against all claims arising from Contractor's work, including claims by third parties, regardless of fault. 8. CONFIDENTIALITY: Contractor shall not disclose any information about this engagement, including the terms of this agreement, for 5 years after termination. 9. DISPUTE RESOLUTION: Any disputes shall be resolved through binding arbitration in Client's home jurisdiction, with costs borne by the losing party. --- Find all clauses that could be exploited against the contractor, suggest specific modifications, and explain the legal reasoning.
The contract presented heavily favors the Client (TechCorp Solutions Inc.) and contains several unbalanced, potentially unenforceable, and exploitable clauses that place the Contractor at significant legal, financial, and professional risk. Below is a clause-by-clause analysis identifying exploitable provisions, recommended modifications, and supporting legal reasoning.
"The initial scope of services is outlined in Exhibit A, which may be amended only by written agreement between the parties. Any material change to the scope (e.g., >10% increase in estimated hours or change in deliverables) shall require mutual agreement and may necessitate adjustments to fees, timelines, or both."
"Contractor shall invoice monthly for hours worked, supported by a time log. Payment is due within 30 days of invoice receipt.
Client may dispute an invoice in good faith within 15 days, providing written notice and specific reasons. Disputed amounts shall be resolved in good faith; undisputed amounts must be paid on time.
Client may not withhold payment for time worked or deliverables accepted or used."
"All original work product created specifically for and paid by Client under this Agreement shall be assigned to Client upon full payment.
Contractor retains all rights to pre-existing IP, tools, libraries, frameworks, or methodologies. Contractor grants Client a perpetual, non-exclusive, royalty-free license to use such pre-existing IP solely as incorporated into deliverables.
A schedule of pre-existing IP used in the project shall be attached as Exhibit B."
"Contractor agrees not to provide substantially similar services to direct competitors of Client, within the geographic region where Client operates, for a period of 6 months after termination, only to the extent based on Confidential Information obtained during the engagement."
"Either party may terminate this Agreement with 30 days written notice.
Upon termination by Client, Client shall pay for all time worked and deliverables completed or in progress as of the termination date.
Contractor shall deliver all completed work and work-in-progress materials upon final payment."
"Contractor’s total liability arising from this Agreement shall not exceed the total fees paid by Client in the 12 months preceding the claim.
In no event shall Contractor be liable for indirect, incidental, or consequential damages, including lost profits, data loss, or business interruption.
Client is responsible for testing, deployment, and use of deliverables in its environment."
"Contractor shall defend, indemnify, and hold harmless Client only for third-party claims to the extent directly caused by Contractor’s gross negligence or willful misconduct.
This indemnity excludes claims arising from Client’s use, modification, or combination of deliverables with other systems.
Contractor’s indemnity obligations are subject to the liability cap in Section 6."
"Contractor shall not disclose Client’s Confidential Information, defined as non-public business, technical, or financial information marked as confidential or reasonably understood to be confidential.
This obligation survives for 3 years after termination.
Excluded from confidentiality: publicly available information, information independently developed, or required disclosure by law."
"Disputes shall be resolved by binding arbitration under the rules of the American Arbitration Association (AAA), in a mutually agreed neutral location, or if none, a location midway between the parties.
Each party bears its own costs and fees; arbitration costs shall be shared equally unless the arbitrator allocates otherwise based on fairness.
The prevailing party may recover reasonable attorney’s fees only if provided by law."
| Clause | Key Issue | Recommended Fix |
|---|---|---|
| 1. Scope | Unlimited scope creep | Define scope + change control process |
| 2. Payment | 90-day terms + subjective withholding | 30-day payment + good faith dispute process |
| 3. IP | Claims pre-existing IP | License pre-existing IP; assign only new work |
| 4. Non-compete | Overbroad, 24-month ban | Narrow to 6 months, competitors only |
| 5. Termination | Asymmetric + no pay for WIP | Mutual 30-day notice; pay for all time |
| 6. Liability | Uncapped, includes consequential | Cap at fees paid; exclude indirect damages |
| 7. Indemnity | Regardless of fault | Limit to negligence/willful misconduct |
| 8. Confidentiality | Overbroad, 5-year term | Define "confidential"; 3 years; carve-outs |
| 9. Dispute Resolution | Biased forum, cost burden | Neutral arbitration; shared costs |
The Contractor should not sign this agreement in its current form. It contains multiple unconscionable, unbalanced, and potentially unenforceable clauses. A revised version with mutual obligations, clear boundaries, and risk allocation is essential to protect the Contractor’s legal rights, financial interests, and professional autonomy.
Consider adding:
Consult an attorney licensed in your jurisdiction before signing.
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